Episodic vs Semantic vs Procedural Memory in Agent Architectures
Cognitive science tells us memory is not one thing — and your agent should not treat it as one either. The three-store model in code with concrete examples to copy.
10 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 293 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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Deploying LangGraph Platform on AWS EKS: A Production Recipe
LangGraph Platform on EKS — autoscaling, secrets, durable storage, and the IAM policies that keep your agents running without surprise downtime.
12 min read
ServiceNow MCP Server for ITSM Agents: A 2026 Deployment Guide
ServiceNow's MCP server lets agents triage incidents, query the CMDB, and update tickets safely. Access controls and audit patterns for ITSM workloads at production scale.
10 min read
Vercel AI SDK 5: Agent Loop, MCP, and Generative UI v2 Deep Dive
AI SDK 5 ships agent loops, MCP client, and Generative UI v2 — the cleanest TypeScript stack for shipping AI features in 2026 without rewriting your frontend.
11 min read
ChatGPT Operator 2.0 for Real Estate Property Search in Texas
Texas real estate brokerages are using Operator 2.0 to automate property search across MLS, Zillow, and county records — here is the playbook.
8 min read
Agentic AI security in 2026 — the real attack surface
By April 2026 the attack surface for production agents is no longer theoretical — prompt injection, tool poisoning, and OAuth scope creep all have credible CVE-style incident.
6 min read
Lakera Guard 2026 update — coverage for MCP tool calls
Lakera Guard's April 2026 release adds first-class MCP tool-call inspection, including JSON-RPC schema validation and a new tool-poisoning detection model.
6 min read
Prompt injection in production: five real incidents from April 2026
Five named prompt-injection incidents made the rounds in April 2026, including a Slack-connected sales agent that exfiltrated CRM data via a poisoned support thread.
6 min read
WebSocket Security in 2026: Rate Limiting, DDoS, and CSWSH Defense
A practical WebSocket security playbook: Origin validation, per-connection rate limits, DDoS shaping, and the CSWSH attack everyone forgets to test for.
10 min read